Streaming media companies track ad and content delivery metrics such as ad insertion performance, CDN errors, stall rates, and failed ad and content starts, to improve the quality of experience for their users. Connecting those metrics to business impact such as churn and engagement or impact on advertising KPIs, however, can be challenging because they’re delivering content to all different types of devices, in disparate locations, and across disparate content workflows.